Akif Burak Tosun

According to our database, Akif Burak Tosun authored at least 16 papers between 2009 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Prototypical Models for Classifying High-Risk Atypical Breast Lesions.

Akash Parvatikar, Om Choudhary, Arvind Ramanathan, Rebekah Jenkins, Olga Navolotskaia, Gloria Carter, Akif Burak Tosun, Jeffrey L. Fine, S. Chakra Chennubhotla

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

HistoMapr^™: An Explainable AI (xAI) Platform for Computational Pathology Solutions.

Akif Burak Tosun, Filippo Pullara, Michael J. Becich, D. Lansing Taylor, S. Chakra Chennubhotla, Jeffrey L. Fine

AI and ML for Digital Pathology, 2020

Modeling Histological Patterns for Differential Diagnosis of Atypical Breast Lesions.

Akash Parvatikar, Om Choudhary, Arvind Ramanathan, Olga Navolotskaia, Gloria Carter, Akif Burak Tosun, Jeffrey L. Fine, S. Chakra Chennubhotla

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2017

Spatial Statistics for Segmenting Histological Structures in H&E Stained Tissue Images.

Luong Nguyen, Akif Burak Tosun, Jeffrey L. Fine, Adrian V. Lee, D. Lansing Taylor, S. Chakra Chennubhotla

IEEE Trans. Medical Imaging, 2017

Histological Detection of High-Risk Benign Breast Lesions from Whole Slide Images.

Akif Burak Tosun, Luong Nguyen, Nathan Ong, Olga Navolotskaia, Gloria Carter, Jeffrey L. Fine, D. Lansing Taylor, S. Chakra Chennubhotla

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Architectural patterns for differential diagnosis of proliferative breast lesions from histopathological images.

Luong Nguyen, Akif Burak Tosun, Jeffrey L. Fine, D. Lansing Taylor, S. Chakra Chennubhotla

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

A continuous linear optimal transport approach for pattern analysis in image datasets.

Soheil Kolouri, Akif Burak Tosun, John A. Ozolek, Gustavo K. Rohde

Pattern Recognit., 2016

2014

Cancer diagnosis by nuclear morphometry using spatial information.

Hu Huang, Akif Burak Tosun, Jia Guo, Cheng Chen, Wei Wang, John A. Ozolek, Gustavo K. Rohde

Pattern Recognit. Lett., 2014

Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning.

John A. Ozolek, Akif Burak Tosun, Wei Wang, Cheng Chen, Soheil Kolouri, Saurav Basu, Hu Huang, Gustavo K. Rohde

Medical Image Anal., 2014

Novel computer-aided diagnosis of mesothelioma using nuclear structure of mesothelial cells in effusion cytology specimens.

Akif Burak Tosun, Oleksandr Yergiyev, Soheil Kolouri, Jan F. Silverman, Gustavo K. Rohde

Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

2012

Object-oriented texture analysis and unsupervised segmentation for histopathological images (Histopatolojik imgelerde nesneye dayalı doku analizi ve öğreticisiz bölütleme)

Akif Burak Tosun

PhD thesis, 2012

Multilevel Segmentation of Histopathological Images Using Cooccurrence of Tissue Objects.

Ahmet Cagri Simsek, Akif Burak Tosun, Cevdet Aykanat, Cenk Sokmensuer, Cigdem Gunduz Demir

IEEE Trans. Biomed. Eng., 2012

2011

Graph Run-Length Matrices for Histopathological Image Segmentation.

Akif Burak Tosun, Cigdem Gunduz Demir

IEEE Trans. Medical Imaging, 2011

2010

Automatic segmentation of colon glands using object-graphs.

Cigdem Gunduz Demir, Melih Kandemir, Akif Burak Tosun, Cenk Sokmensuer

Medical Image Anal., 2010

Unsupervised Tissue Image Segmentation through Object-Oriented Texture.

Akif Burak Tosun, Cenk Sokmensuer, Cigdem Gunduz Demir

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Object-oriented texture analysis for the unsupervised segmentation of biopsy images for cancer detection.

Akif Burak Tosun, Melih Kandemir, Cenk Sokmensuer, Cigdem Gunduz Demir

Pattern Recognit., 2009